[HTML][HTML] An overview of artificial intelligence in diabetic retinopathy and other ocular diseases

B Sheng, X Chen, T Li, T Ma, Y Yang, L Bi… - Frontiers in Public …, 2022 - frontiersin.org
Artificial intelligence (AI), also known as machine intelligence, is a branch of science that
empowers machines using human intelligence. AI refers to the technology of rendering …

[HTML][HTML] A review of deep learning for screening, diagnosis, and detection of glaucoma progression

AC Thompson, AA Jammal… - … vision science & …, 2020 - iovs.arvojournals.org
Because of recent advances in computing technology and the availability of large datasets,
deep learning has risen to the forefront of artificial intelligence, with performances that often …

[HTML][HTML] The application of artificial intelligence in glaucoma diagnosis and prediction

L Zhang, L Tang, M Xia, G Cao - Frontiers in cell and developmental …, 2023 - frontiersin.org
Artificial intelligence is a multidisciplinary and collaborative science, the ability of deep
learning for image feature extraction and processing gives it a unique advantage in dealing …

Applications of deep learning in detection of glaucoma: a systematic review

D Mirzania, AC Thompson… - European Journal of …, 2021 - journals.sagepub.com
Glaucoma is the leading cause of irreversible blindness and disability worldwide.
Nevertheless, the majority of patients do not know they have the disease and detection of …

Analysis of deep learning techniques for prediction of eye diseases: A systematic review

A Bali, V Mansotra - Archives of Computational Methods in Engineering, 2024 - Springer
The prediction and early diagnosis of eye diseases are critical for effective treatment and
prevention of vision loss. The identification of eye diseases has recently been the subject of …

[HTML][HTML] Deep learning approaches for predicting glaucoma progression using electronic health records and natural language processing

SY Wang, B Tseng, T Hernandez-Boussard - Ophthalmology Science, 2022 - Elsevier
Purpose Advances in artificial intelligence have produced a few predictive models in
glaucoma, including a logistic regression model predicting glaucoma progression to …

[HTML][HTML] Visual field prediction using a deep bidirectional gated recurrent unit network model

H Kim, J Lee, S Moon, S Kim, T Kim, SW Jin, JL Kim… - Scientific Reports, 2023 - nature.com
Although deep learning architecture has been used to process sequential data, only a few
studies have explored the usefulness of deep learning algorithms to detect glaucoma …

[HTML][HTML] Predicting glaucoma progression using deep learning framework guided by generative algorithm

S Hussain, J Chua, D Wong, J Lo, A Kadziauskiene… - Scientific Reports, 2023 - nature.com
Glaucoma is a slowly progressing optic neuropathy that may eventually lead to blindness.
To help patients receive customized treatment, predicting how quickly the disease will …

Artificial intelligence in the diagnosis of glaucoma and neurodegenerative diseases

MM Hasan, J Phu, A Sowmya, E Meijering… - Clinical and …, 2024 - Taylor & Francis
Artificial Intelligence is a rapidly expanding field within computer science that encompasses
the emulation of human intelligence by machines. Machine learning and deep learning–two …

Describing the structural phenotype of the glaucomatous optic nerve head using artificial intelligence

SK Panda, H Cheong, TA Tun, SK Devella… - American journal of …, 2022 - Elsevier
Purpose To develop a novel deep-learning approach that can describe the structural
phenotype of the glaucomatous optic nerve head (ONH) and can be used as a robust …